no code implementations • 27 Mar 2024 • Lingqing Shen, Nam Ho-Nguyen, Khanh-Hung Giang-Tran, Fatma Kılınç-Karzan
We prove convergence, finite mistake and finite manipulation guarantees for a variety of agent cost structures.
no code implementations • 4 Feb 2019 • Abhishek Roy, Lingqing Shen, Krishnakumar Balasubramanian, Saeed Ghadimi
Our theoretical contributions extend the practical applicability of sampling algorithms to the noisy black-box and high-dimensional settings.